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Updated — July 1, 2026 · MCP tool server — modern protocol for AI tool integration.
Kindson Munonye · Software engineer & technical author
GitHub · LinkedIn · About · YouTube
Last updated by Kindson Munonye — July 1, 2026
GitHub · LinkedIn · About · YouTube
Last updated by Kindson Munonye — July 1, 2026
📚 Tutorial hubs:
AI Developer Tutorials ·
Spring Boot ·
Angular ·
CRUD + REST guide
Source code: munonye-ai-chat-spring-angular on GitHub
Estimated reading time: 12–15 minutes · Last updated: July 1, 2026
Model Context Protocol (MCP) is a 2026 must-know for developers building AI tooling. This hands-on guide is in our AI Developer Tutorials hub.
MCP roles
| Role | Example |
|---|---|
| Host | Cursor IDE, Claude Desktop |
| Client | MCP client inside the host |
| Server | Your Java/Node service exposing tools |
Minimal tool server (concept)
// Pseudocode — MCP SDK pattern
server.tool("get_weather", { city: "string" }, async ({ city }) => ({
content: [{ type: "text", text: `Weather in ${city}: 22°C` }],
}));
Bridge to Spring AI
Your existing @Tool methods in M8-B solve the same problem inside the JVM. MCP generalizes this for IDE agents and polyglot stacks.
Next: Event-driven AI agents with Axon (M9-B)
Related:
AI Developer Tutorials hub ·
Angular CRUD Part 1 ·
Spring AI overview
